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Towards Efficient Lesion Localization Based on Template Occlusion Strategy in Intelligent Diagnosis

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成果类型:
期刊论文、会议论文
作者:
He, Yan;Guo, Kehua*;Zhang, Ruifang;Li, Jialun;Liu, Wei
通讯作者:
Guo, Kehua
作者机构:
[Guo, Kehua; Zhang, Ruifang; Li, Jialun; He, Yan] Cent South Univ, Sch Informat Sci & Engn, Changsha 410083, Peoples R China.
[Liu, Wei] Hunan Univ Chinese Med, Sch Informat, Changsha 410208, Peoples R China.
通讯机构:
[Guo, Kehua] C
Cent South Univ, Sch Informat Sci & Engn, Changsha 410083, Peoples R China.
语种:
英文
关键词:
Lesion localization;Template occlusion;Intelligent medical diagnosis;Target detection
期刊:
Lecture Notes in Computer Science
ISSN:
0302-9743
年:
2018
卷:
11266
页码:
44-56
会议名称:
8th International Conference on Intelligence Science and Big Data Engineering (IScIDE)
会议论文集名称:
Lecture Notes in Computer Science
会议时间:
AUG 18-19, 2018
会议地点:
Lanzhou, PEOPLES R CHINA
会议主办单位:
[He, Yan;Guo, Kehua;Zhang, Ruifang;Li, Jialun] Cent South Univ, Sch Informat Sci & Engn, Changsha 410083, Peoples R China.^[Liu, Wei] Hunan Univ Chinese Med, Sch Informat, Changsha 410208, Peoples R China.
会议赞助商:
Chinese Golden Triangle Informat Sci & Intelligence Sci Forum
主编:
Peng, Y Yu, K Lu, J Jiang, X
出版地:
GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND
出版者:
SPRINGER INTERNATIONAL PUBLISHING AG
ISBN:
978-3-030-02698-1; 978-3-030-02697-4
基金类别:
Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61672535, 61472005, 61772254]; Key Laboratory of Information Processing and Intelligent Control of the Fujian Innovation Fund [MJUKF201735]; Fundamental Research Funds for the Central Universities of Central South University [2018zzts585]
机构署名:
本校为其他机构
摘要:
In recent years, Artificial Intelligence (AI) has made great achievements in medical field, and intelligent diagnosis becomes an important topic simultaneously. Recent research on the intelligent diagnosis of diseases is mainly focus on disease identification. However, how to detect lesion location is still a difficult problem which is of great significance. In medicine, lesion localization is required by the treatment of many diseases. Lesion location information can helps physicians make a further understanding of the disease, assists them in diagnosis and therapy, and increases the likeliho...

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